shadow-cann/hispark-modelzoo-crowdcount

CrowdCount

CrowdCount是一种基于多尺度卷积神经网络（MSCNN）的高精度人群计数模型。相比传统多列 / 多网络方法，它通过单列网络中的多尺度特征块（MSB）与尺度自适应密度图回归技术，能有效应对透视畸变导致的人物尺度差异问题，兼顾计数精度与模型轻量化，适用于监控图像、公共场所等密集人群计数场景。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-crowdcount
• Portal model id: i9i4tr9hec00
• Created at: 2025-12-25 15:03:50
• Updated at: 2025-12-30 21:27:21
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN
• Hi3403V100 NNN

Tags

• 人群计数

Detail Parameters

• 输入: 224x224
• 参数量: 34.738M
• 计算量: 587.807GFLOPs

Files In This Repo

• mscnn_model.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
• SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源)

Upstream Links

• Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=i9i4tr9hec00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/count/CrowdCount
• License reference: https://github.com/zzubqh/CrowdCount/blob/master/LICENSE

Notes

• This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
• File ownership follows the portal card mapping, not just filename similarity.
• Cover image: 1719967754027009_combined_plot.jpg